Students’ comments on communication with supervisors, lecturers and tutors are narrowly positive overall, with clear variation by mode, age, disability and subject.
Scope: UK NSS open‑text comments referencing this category across academic years 2018–2025.
Volume: 6,373 comments (of 385,317 total, ≈1.7%); 100.0% with sentiment.
Overall mood: 50.3% positive, 47.2% negative, 2.5% neutral; sentiment index +5.5 (≈1.1:1 positive:negative).
Small‑n groups (e.g., Veterinary, n=4; sex unknown, n=6) are volatile and not emphasised below. Subject rows labelled “Unknown/Unspecified” are excluded from commentary.
Segment | Group | Comments | Pos % | Neg % | Sentiment idx |
---|---|---|---|---|---|
Overall | All | 6,373 | 50.3 | 47.2 | 5.5 |
Age | Young | 4,556 | 51.6 | 45.9 | 7.1 |
Age | Mature | 1,632 | 47.2 | 50.2 | 2.6 |
Mode | Full‑time | 4,682 | 51.0 | 46.4 | 6.2 |
Mode | Part‑time | 1,464 | 48.8 | 48.7 | 5.5 |
Mode | Apprenticeship | 31 | 35.5 | 64.5 | −14.6 |
Disability | Not disabled | 4,919 | 51.4 | 46.2 | 7.1 |
Disability | Disabled | 1,269 | 47.0 | 50.3 | 1.3 |
Sex | Female | 3,884 | 49.7 | 47.9 | 4.8 |
Sex | Male | 2,297 | 51.8 | 45.4 | 7.9 |
Ethnicity | Not UK domiciled | 410 | 55.4 | 41.7 | 13.5 |
Ethnicity | White | 4,295 | 49.5 | 48.2 | 4.7 |
CAH1 subject area | Comments | Pos % | Neg % | Sentiment idx |
---|---|---|---|---|
(CAH07) Physical sciences | 113 | 58.4 | 38.9 | 19.3 |
(CAH19) Language and area studies | 204 | 58.3 | 38.7 | 15.4 |
(CAH20) Historical, philosophical & religious stud. | 226 | 56.6 | 42.0 | 13.5 |
(CAH03) Biological & sport sciences | 289 | 52.2 | 43.3 | 12.4 |
(CAH09) Mathematical sciences | 114 | 53.5 | 45.6 | 12.2 |
(CAH17) Business & management | 523 | 53.5 | 44.4 | 9.6 |
(CAH26) Geography, earth & environmental studies | 121 | 52.1 | 45.5 | 9.4 |
(CAH23) Combined & general studies | 192 | 49.0 | 49.0 | 8.0 |
(CAH11) Computing | 286 | 51.4 | 45.8 | 7.1 |
(CAH15) Social sciences | 593 | 51.6 | 46.5 | 6.3 |
(CAH22) Education & teaching | 180 | 46.1 | 49.4 | 1.9 |
(CAH10) Engineering & technology | 273 | 48.0 | 48.4 | 1.1 |
(CAH25) Design, creative & performing arts | 248 | 48.4 | 48.8 | −0.9 |
(CAH04) Psychology | 476 | 46.0 | 51.9 | −0.7 |
(CAH02) Subjects allied to medicine | 645 | 42.9 | 54.9 | −7.5 |
Note: Medicine & Dentistry (CAH01) is also low‑toned (−10.6) but smaller in volume (n=86).
How is the “sentiment index” calculated?
Per‑sentence sentiment is scored and aggregated to a category‑level index from −100 to +100.
How are comments assigned to this topic?
Each comment is tagged with one primary topic (here: communication with supervisors/lecturers/tutors). “Share % in category” figures above show the composition of this category by segment.
Any cautions?
Very small groups can swing sharply from a few comments; treat those as directional.
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